Scrape a table class in Python

I am trying to scrape http://emojipedia.org/emoji/ , but I am not sure what is the most efficient way to do so. What I would like to scrape is found inside the table class ="emoji_list". I would like to save the stuff inside each "td" in separate columns. The output will be like the following where each line represent an emoji:

soup.findAll('tr', limit=2) won't do much considering that just gets the first two trs on the page. You need to first find all the rows of the table then extract what you want which is inside the two tds in each tr: